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Loading checkpoint shards:   0%|          | 0/7 [00:00<?, ?it/s]
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Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-6fbe877195f42de5/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-efc3d4f4606f44bd/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
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24 self_attn.o_proj
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error 1467.7769775390625
24 mlp.up_proj
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error 29462.51953125
24 mlp.gate_proj
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error 30764.58984375
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error 4902.71728515625
25 self_attn.k_proj
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error 22048.046875
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error 16228.04296875
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time 4.58
error 21143.0
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error 2139.94775390625
25 mlp.up_proj
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error 30151.56640625
25 mlp.gate_proj
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error 32173.623046875
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error 5837.19970703125
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error 23134.4375
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error 20564.1015625
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error 22738.328125
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error 1489.8433837890625
26 mlp.up_proj
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error 32375.87890625
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error 35263.8046875
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error 6332.103515625
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error 18952.2265625
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error 17621.71875
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error 18678.576171875
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error 948.7327880859375
27 mlp.up_proj
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error 34296.54296875
27 mlp.gate_proj
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error 38023.46875
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error 6713.2685546875
28 self_attn.k_proj
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error 21827.68359375
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error 21026.181640625
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error 21629.984375
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error 1200.962158203125
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error 35941.671875
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error 40337.671875
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error 7115.2939453125
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error 18534.94921875
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error 18983.3828125
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error 18497.5078125
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error 1055.707763671875
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error 37311.1328125
29 mlp.gate_proj
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error 42287.8046875
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error 7297.30322265625
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error 19803.091796875
30 self_attn.v_proj
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error 19785.2578125
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error 19760.001953125
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error 1469.172119140625
30 mlp.up_proj
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error 38499.63671875
30 mlp.gate_proj
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time 3.89
error 44179.5
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error 7580.81689453125
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error 17820.888671875
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error 18094.15234375
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error 17839.12890625
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error 865.2473754882812
31 mlp.up_proj
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error 39930.4765625
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error 46099.22265625
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error 7856.654296875
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error 17320.09375
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error 18277.00390625
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error 17301.69140625
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error 1483.154052734375
32 mlp.up_proj
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error 40772.7578125
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error 47268.8828125
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error 8160.94189453125
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error 21955.51953125
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error 21049.22265625
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error 21577.25390625
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error 1723.208251953125
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error 48574.9140625
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error 8516.169921875
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error 21276.6171875
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error 21605.98828125
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error 21282.73828125
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error 1147.412109375
34 mlp.up_proj
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error 43007.8515625
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error 50336.4453125
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error 8801.716796875
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error 19654.30078125
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error 20460.298828125
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error 19565.66015625
35 self_attn.o_proj
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error 1267.8861083984375
35 mlp.up_proj
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error 43844.3984375
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error 51832.9296875
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error 9246.138671875
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error 21818.0546875
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error 22970.7421875
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error 21755.69140625
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error 1475.30712890625
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error 45133.0
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error 53537.16796875
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error 9547.609375
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error 19679.92578125
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error 21583.8515625
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error 19695.486328125
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error 1159.252197265625
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error 46412.2890625
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error 54849.98828125
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error 9819.6611328125
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error 18576.4296875
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error 22137.95703125
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error 18715.9453125
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error 1157.175537109375
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error 47867.8359375
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error 56564.65625
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error 10064.912109375
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error 871.6390380859375
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error 57997.484375
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error 10489.1953125
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error 19263.89453125
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error 23175.212890625
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error 19302.951171875
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error 1094.509033203125
40 mlp.up_proj
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error 50629.12109375
40 mlp.gate_proj
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error 59236.71875
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error 10625.0810546875
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error 16903.75
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error 20939.875
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error 17243.86328125
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error 1089.82421875
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error 60519.8515625
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error 10861.064453125
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error 15238.4775390625
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error 18795.26171875
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error 15420.541015625
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error 784.9866943359375
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error 62206.3515625
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error 11189.00390625
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error 12578.89453125
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error 13343.169921875
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error 19515.13671875
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error 987.3407592773438
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error 14546.9462890625
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error 23356.546875
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error 12949.615234375
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error 14125.650390625
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error 1190.738037109375
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error 56147.046875
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error 60298.77734375
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error 31925.26953125
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error 11584.0322265625
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error 10727.130859375
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error 11997.470703125
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error 2141.62890625
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error 43433.7265625
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error 46841.99609375
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time 13.90
error 51444.9765625
4572.00866651535
Found cached dataset wikitext (/home/usbhost/.cache/huggingface/datasets/wikitext/wikitext-2-raw-v1/1.0.0/a241db52902eaf2c6aa732210bead40c090019a499ceb13bcbfa3f8ab646a126)
Found cached dataset wikitext (/home/usbhost/.cache/huggingface/datasets/wikitext/wikitext-2-raw-v1/1.0.0/a241db52902eaf2c6aa732210bead40c090019a499ceb13bcbfa3f8ab646a126)
wikitext2
Evaluating ...
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Found cached dataset ptb_text_only (/home/usbhost/.cache/huggingface/datasets/ptb_text_only/penn_treebank/1.1.0/8d1b97746fb9765d140e569ec5ddd35e20af4d37761f5e1bf357ea0b081f2c1f)
Found cached dataset ptb_text_only (/home/usbhost/.cache/huggingface/datasets/ptb_text_only/penn_treebank/1.1.0/8d1b97746fb9765d140e569ec5ddd35e20af4d37761f5e1bf357ea0b081f2c1f)
ptb-new
Evaluating ...
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8.243087768554688
Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-6fbe877195f42de5/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
Found cached dataset json (/home/usbhost/.cache/huggingface/datasets/allenai___json/allenai--c4-efc3d4f4606f44bd/0.0.0/0f7e3662623656454fcd2b650f34e886a7db4b9104504885bd462096cc7a9f51)
c4-new
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6.231330394744873
Packing ...
model.layers.0.self_attn.k_proj
model.layers.0.self_attn.o_proj
model.layers.0.self_attn.q_proj
model.layers.0.self_attn.v_proj
model.layers.0.mlp.down_proj
model.layers.0.mlp.gate_proj
model.layers.0.mlp.up_proj
model.layers.1.self_attn.k_proj
model.layers.1.self_attn.o_proj
model.layers.1.self_attn.q_proj
model.layers.1.self_attn.v_proj
model.layers.1.mlp.down_proj
model.layers.1.mlp.gate_proj
model.layers.1.mlp.up_proj
model.layers.2.self_attn.k_proj
model.layers.2.self_attn.o_proj
model.layers.2.self_attn.q_proj
model.layers.2.self_attn.v_proj
model.layers.2.mlp.down_proj
model.layers.2.mlp.gate_proj
model.layers.2.mlp.up_proj
model.layers.3.self_attn.k_proj
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model.layers.3.self_attn.q_proj
model.layers.3.self_attn.v_proj
model.layers.3.mlp.down_proj
model.layers.3.mlp.gate_proj
model.layers.3.mlp.up_proj
model.layers.4.self_attn.k_proj
model.layers.4.self_attn.o_proj
model.layers.4.self_attn.q_proj
model.layers.4.self_attn.v_proj
model.layers.4.mlp.down_proj
model.layers.4.mlp.gate_proj
model.layers.4.mlp.up_proj
model.layers.5.self_attn.k_proj
model.layers.5.self_attn.o_proj
model.layers.5.self_attn.q_proj
model.layers.5.self_attn.v_proj
model.layers.5.mlp.down_proj
model.layers.5.mlp.gate_proj
model.layers.5.mlp.up_proj
model.layers.6.self_attn.k_proj
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model.layers.6.self_attn.q_proj
model.layers.6.self_attn.v_proj
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model.layers.6.mlp.gate_proj
model.layers.6.mlp.up_proj
model.layers.7.self_attn.k_proj
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model.layers.7.self_attn.q_proj
model.layers.7.self_attn.v_proj
model.layers.7.mlp.down_proj
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model.layers.7.mlp.up_proj
model.layers.8.self_attn.k_proj
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model.layers.9.self_attn.k_proj
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model.layers.9.mlp.down_proj
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model.layers.10.self_attn.k_proj
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model.layers.10.self_attn.v_proj
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model.layers.11.self_attn.k_proj
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model.layers.11.mlp.down_proj
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model.layers.12.self_attn.k_proj
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model.layers.12.self_attn.v_proj
model.layers.12.mlp.down_proj
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model.layers.12.mlp.up_proj
model.layers.13.self_attn.k_proj
model.layers.13.self_attn.o_proj
model.layers.13.self_attn.q_proj
model.layers.13.self_attn.v_proj
model.layers.13.mlp.down_proj
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model.layers.13.mlp.up_proj
model.layers.14.self_attn.k_proj
model.layers.14.self_attn.o_proj
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model.layers.14.self_attn.v_proj
model.layers.14.mlp.down_proj
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model.layers.15.self_attn.k_proj
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model.layers.15.mlp.down_proj
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model.layers.15.mlp.up_proj
model.layers.16.self_attn.k_proj
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model.layers.16.self_attn.q_proj
model.layers.16.self_attn.v_proj
model.layers.16.mlp.down_proj
model.layers.16.mlp.gate_proj
model.layers.16.mlp.up_proj
model.layers.17.self_attn.k_proj
model.layers.17.self_attn.o_proj
model.layers.17.self_attn.q_proj
model.layers.17.self_attn.v_proj
model.layers.17.mlp.down_proj
model.layers.17.mlp.gate_proj
model.layers.17.mlp.up_proj
model.layers.18.self_attn.k_proj
model.layers.18.self_attn.o_proj
model.layers.18.self_attn.q_proj
model.layers.18.self_attn.v_proj
model.layers.18.mlp.down_proj
model.layers.18.mlp.gate_proj
model.layers.18.mlp.up_proj
model.layers.19.self_attn.k_proj
model.layers.19.self_attn.o_proj
model.layers.19.self_attn.q_proj
model.layers.19.self_attn.v_proj
model.layers.19.mlp.down_proj
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model.layers.19.mlp.up_proj
model.layers.20.self_attn.k_proj
model.layers.20.self_attn.o_proj
model.layers.20.self_attn.q_proj
model.layers.20.self_attn.v_proj
model.layers.20.mlp.down_proj
model.layers.20.mlp.gate_proj
model.layers.20.mlp.up_proj
model.layers.21.self_attn.k_proj
model.layers.21.self_attn.o_proj
model.layers.21.self_attn.q_proj
model.layers.21.self_attn.v_proj
model.layers.21.mlp.down_proj
model.layers.21.mlp.gate_proj
model.layers.21.mlp.up_proj
model.layers.22.self_attn.k_proj
model.layers.22.self_attn.o_proj
model.layers.22.self_attn.q_proj
model.layers.22.self_attn.v_proj
model.layers.22.mlp.down_proj
model.layers.22.mlp.gate_proj
model.layers.22.mlp.up_proj
model.layers.23.self_attn.k_proj
model.layers.23.self_attn.o_proj
model.layers.23.self_attn.q_proj
model.layers.23.self_attn.v_proj
model.layers.23.mlp.down_proj
model.layers.23.mlp.gate_proj
model.layers.23.mlp.up_proj
model.layers.24.self_attn.k_proj
model.layers.24.self_attn.o_proj
model.layers.24.self_attn.q_proj
model.layers.24.self_attn.v_proj
model.layers.24.mlp.down_proj
model.layers.24.mlp.gate_proj
model.layers.24.mlp.up_proj
model.layers.25.self_attn.k_proj
model.layers.25.self_attn.o_proj
model.layers.25.self_attn.q_proj
model.layers.25.self_attn.v_proj
model.layers.25.mlp.down_proj
model.layers.25.mlp.gate_proj
model.layers.25.mlp.up_proj
model.layers.26.self_attn.k_proj
model.layers.26.self_attn.o_proj
model.layers.26.self_attn.q_proj
model.layers.26.self_attn.v_proj
model.layers.26.mlp.down_proj
model.layers.26.mlp.gate_proj
model.layers.26.mlp.up_proj
model.layers.27.self_attn.k_proj
model.layers.27.self_attn.o_proj
model.layers.27.self_attn.q_proj
model.layers.27.self_attn.v_proj
model.layers.27.mlp.down_proj
model.layers.27.mlp.gate_proj
model.layers.27.mlp.up_proj
model.layers.28.self_attn.k_proj
model.layers.28.self_attn.o_proj
model.layers.28.self_attn.q_proj
model.layers.28.self_attn.v_proj
model.layers.28.mlp.down_proj
model.layers.28.mlp.gate_proj
model.layers.28.mlp.up_proj
model.layers.29.self_attn.k_proj
model.layers.29.self_attn.o_proj
model.layers.29.self_attn.q_proj
model.layers.29.self_attn.v_proj
model.layers.29.mlp.down_proj
model.layers.29.mlp.gate_proj
model.layers.29.mlp.up_proj
model.layers.30.self_attn.k_proj
model.layers.30.self_attn.o_proj
model.layers.30.self_attn.q_proj
model.layers.30.self_attn.v_proj
model.layers.30.mlp.down_proj
model.layers.30.mlp.gate_proj
model.layers.30.mlp.up_proj
model.layers.31.self_attn.k_proj
model.layers.31.self_attn.o_proj
model.layers.31.self_attn.q_proj
model.layers.31.self_attn.v_proj
model.layers.31.mlp.down_proj
model.layers.31.mlp.gate_proj
model.layers.31.mlp.up_proj
model.layers.32.self_attn.k_proj
model.layers.32.self_attn.o_proj
model.layers.32.self_attn.q_proj
model.layers.32.self_attn.v_proj
model.layers.32.mlp.down_proj
model.layers.32.mlp.gate_proj
model.layers.32.mlp.up_proj
model.layers.33.self_attn.k_proj
model.layers.33.self_attn.o_proj
model.layers.33.self_attn.q_proj
model.layers.33.self_attn.v_proj
model.layers.33.mlp.down_proj
model.layers.33.mlp.gate_proj
model.layers.33.mlp.up_proj
model.layers.34.self_attn.k_proj
model.layers.34.self_attn.o_proj
model.layers.34.self_attn.q_proj
model.layers.34.self_attn.v_proj
model.layers.34.mlp.down_proj
model.layers.34.mlp.gate_proj
model.layers.34.mlp.up_proj
model.layers.35.self_attn.k_proj
model.layers.35.self_attn.o_proj
model.layers.35.self_attn.q_proj
model.layers.35.self_attn.v_proj
model.layers.35.mlp.down_proj
model.layers.35.mlp.gate_proj
model.layers.35.mlp.up_proj
model.layers.36.self_attn.k_proj
model.layers.36.self_attn.o_proj
model.layers.36.self_attn.q_proj
model.layers.36.self_attn.v_proj
model.layers.36.mlp.down_proj
model.layers.36.mlp.gate_proj
model.layers.36.mlp.up_proj
model.layers.37.self_attn.k_proj
model.layers.37.self_attn.o_proj
model.layers.37.self_attn.q_proj
model.layers.37.self_attn.v_proj
model.layers.37.mlp.down_proj
model.layers.37.mlp.gate_proj
model.layers.37.mlp.up_proj
model.layers.38.self_attn.k_proj
model.layers.38.self_attn.o_proj
model.layers.38.self_attn.q_proj
model.layers.38.self_attn.v_proj
model.layers.38.mlp.down_proj
model.layers.38.mlp.gate_proj
model.layers.38.mlp.up_proj
model.layers.39.self_attn.k_proj
model.layers.39.self_attn.o_proj
model.layers.39.self_attn.q_proj
model.layers.39.self_attn.v_proj
model.layers.39.mlp.down_proj
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model.layers.39.mlp.up_proj
model.layers.40.self_attn.k_proj
model.layers.40.self_attn.o_proj
model.layers.40.self_attn.q_proj
model.layers.40.self_attn.v_proj
model.layers.40.mlp.down_proj
model.layers.40.mlp.gate_proj
model.layers.40.mlp.up_proj
model.layers.41.self_attn.k_proj
model.layers.41.self_attn.o_proj
model.layers.41.self_attn.q_proj
model.layers.41.self_attn.v_proj
model.layers.41.mlp.down_proj
model.layers.41.mlp.gate_proj
model.layers.41.mlp.up_proj
model.layers.42.self_attn.k_proj
model.layers.42.self_attn.o_proj
model.layers.42.self_attn.q_proj
model.layers.42.self_attn.v_proj
model.layers.42.mlp.down_proj
model.layers.42.mlp.gate_proj
model.layers.42.mlp.up_proj
model.layers.43.self_attn.k_proj
model.layers.43.self_attn.o_proj
model.layers.43.self_attn.q_proj
model.layers.43.self_attn.v_proj
model.layers.43.mlp.down_proj
model.layers.43.mlp.gate_proj
model.layers.43.mlp.up_proj
model.layers.44.self_attn.k_proj
model.layers.44.self_attn.o_proj
model.layers.44.self_attn.q_proj
model.layers.44.self_attn.v_proj
model.layers.44.mlp.down_proj
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model.layers.45.self_attn.k_proj
model.layers.45.self_attn.o_proj
model.layers.45.self_attn.q_proj
model.layers.45.self_attn.v_proj
model.layers.45.mlp.down_proj
model.layers.45.mlp.gate_proj
model.layers.45.mlp.up_proj
model.layers.46.self_attn.k_proj
model.layers.46.self_attn.o_proj
model.layers.46.self_attn.q_proj
model.layers.46.self_attn.v_proj
model.layers.46.mlp.down_proj
model.layers.46.mlp.gate_proj
model.layers.46.mlp.up_proj
model.layers.47.self_attn.k_proj
model.layers.47.self_attn.o_proj
model.layers.47.self_attn.q_proj
model.layers.47.self_attn.v_proj
model.layers.47.mlp.down_proj
model.layers.47.mlp.gate_proj
model.layers.47.mlp.up_proj
model.layers.48.self_attn.k_proj
model.layers.48.self_attn.o_proj
model.layers.48.self_attn.q_proj
model.layers.48.self_attn.v_proj
model.layers.48.mlp.down_proj
model.layers.48.mlp.gate_proj
model.layers.48.mlp.up_proj
model.layers.49.self_attn.k_proj
model.layers.49.self_attn.o_proj
model.layers.49.self_attn.q_proj
model.layers.49.self_attn.v_proj
model.layers.49.mlp.down_proj
model.layers.49.mlp.gate_proj
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model.layers.50.self_attn.k_proj
model.layers.50.self_attn.o_proj
model.layers.50.self_attn.q_proj
model.layers.50.self_attn.v_proj
model.layers.50.mlp.down_proj
model.layers.50.mlp.gate_proj
model.layers.50.mlp.up_proj
model.layers.51.self_attn.k_proj
model.layers.51.self_attn.o_proj
model.layers.51.self_attn.q_proj
model.layers.51.self_attn.v_proj
model.layers.51.mlp.down_proj
model.layers.51.mlp.gate_proj
model.layers.51.mlp.up_proj
model.layers.52.self_attn.k_proj
model.layers.52.self_attn.o_proj
model.layers.52.self_attn.q_proj
model.layers.52.self_attn.v_proj
model.layers.52.mlp.down_proj
model.layers.52.mlp.gate_proj
model.layers.52.mlp.up_proj
model.layers.53.self_attn.k_proj
model.layers.53.self_attn.o_proj
model.layers.53.self_attn.q_proj
model.layers.53.self_attn.v_proj
model.layers.53.mlp.down_proj
model.layers.53.mlp.gate_proj
model.layers.53.mlp.up_proj
model.layers.54.self_attn.k_proj
model.layers.54.self_attn.o_proj
model.layers.54.self_attn.q_proj
model.layers.54.self_attn.v_proj
model.layers.54.mlp.down_proj
model.layers.54.mlp.gate_proj
model.layers.54.mlp.up_proj
model.layers.55.self_attn.k_proj
model.layers.55.self_attn.o_proj
model.layers.55.self_attn.q_proj
model.layers.55.self_attn.v_proj
model.layers.55.mlp.down_proj
model.layers.55.mlp.gate_proj
model.layers.55.mlp.up_proj
model.layers.56.self_attn.k_proj
model.layers.56.self_attn.o_proj
model.layers.56.self_attn.q_proj
model.layers.56.self_attn.v_proj
model.layers.56.mlp.down_proj
model.layers.56.mlp.gate_proj
model.layers.56.mlp.up_proj
model.layers.57.self_attn.k_proj
model.layers.57.self_attn.o_proj
model.layers.57.self_attn.q_proj
model.layers.57.self_attn.v_proj
model.layers.57.mlp.down_proj
model.layers.57.mlp.gate_proj
model.layers.57.mlp.up_proj
model.layers.58.self_attn.k_proj
model.layers.58.self_attn.o_proj
model.layers.58.self_attn.q_proj
model.layers.58.self_attn.v_proj
model.layers.58.mlp.down_proj
model.layers.58.mlp.gate_proj
model.layers.58.mlp.up_proj
model.layers.59.self_attn.k_proj
model.layers.59.self_attn.o_proj
model.layers.59.self_attn.q_proj
model.layers.59.self_attn.v_proj
model.layers.59.mlp.down_proj
model.layers.59.mlp.gate_proj
model.layers.59.mlp.up_proj
Done.